Emotion Recognition in Intelligent Tutoring Systems for Android-Based Mobile Devices

被引：0
|
作者：
Zatarain Cabada, Ramon [1 ]
Lucia Barron-Estrada, Maria [1 ]
Alor-Hernandez, Giner [2 ]
Alberto Reyes-Garcia, Carlos [3 ]
机构：
[1] Inst Tecnol Culiacan, Culiacan 80220, Mexico
[2] Inst Tecnol Orizaba, Orizaba 94320, Veracruz, Mexico
[3] INAOE, Puebla 72840, Mexico
来源：
HUMAN-INSPIRED COMPUTING AND ITS APPLICATIONS, PT I | 2014年 / 8856卷
关键词：
Intelligent Tutoring Systems; Affective Computing; Social Intelligence; Artificial Neural Networks; Mobile learning; LEARNERS;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
In this paper, we present a Web-based system aimed at learning basic mathematics. The Web-based system includes different components like a social network for learning, an intelligent tutoring system and an emotion recognizer. We have developed the system with the goal of being accessed from any kind of computer platform and Android-based mobile device. We have also built a neural-fuzzy system for the identification of student emotions and a fuzzy system for tracking student's pedagogical states. We carried out different experiments with the emotion recognizer where we obtained a success rate of 96%. Furthermore, the system (including the social network and the intelligent tutoring system) was tested with real students and the obtained results were very satisfying.
引用
收藏
页码：494 / 504
页数：11
相关论文
共 50 条
  • [31] The implication of Android-based mobile learning on housekeeping subject
    Hasanah, U.
    Doriza, S.
    Rahmadhani, R.
    [J]. 5TH ANNUAL APPLIED SCIENCE AND ENGINEERING CONFERENCE (AASEC 2020), 2021, 1098
  • [32] Real-time ECG monitoring and arrhythmia detection using Android-based mobile devices
    Gradl, Stefan
    Kugler, Patrick
    Lohmueller, Clemens
    Eskofier, Bjoern
    [J]. 2012 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2012, : 2452 - 2455
  • [33] Real-time ECG and EMG Analysis for Biking using Android-based Mobile Devices
    Richer, Robert
    Blank, Peter
    Schuldhaus, Dominik
    Eskofier, Bjoern M.
    [J]. 2014 11TH INTERNATIONAL CONFERENCE ON WEARABLE AND IMPLANTABLE BODY SENSOR NETWORKS (BSN), 2014, : 104 - 108
  • [34] Energy-aware network/interface selection and handover application for android-based mobile devices
    Tuysuz, Mehmet Fatih
    Ucan, Murat
    [J]. COMPUTER NETWORKS, 2017, 113 : 17 - 28
  • [35] Enabling Cooperative Computing for Android-Based Mobile Platforms
    Lin, Tin-Yen
    Chen, Jing
    Liu, Jian-Hong
    [J]. 2016 INTERNATIONAL SYMPOSIUM ON COMPUTER, CONSUMER AND CONTROL (IS3C), 2016, : 763 - 766
  • [36] A platform for automating battery-driven batch benchmarking and profiling of Android-based mobile devices
    Hirsch, Matias
    Mateos, Cristian
    Zunino, Alejandro
    Toloza, Juan
    [J]. SIMULATION MODELLING PRACTICE AND THEORY, 2021, 109
  • [37] Mobile Learning of Physical Pendulum in Android-Based Smartphones
    Nurjanah
    Khotimah, Siti Nurul
    Hidayat, Wahyu
    [J]. PROCEEDINGS OF THE 2014 INTERNATIONAL CONFERENCE ON ADVANCES IN EDUCATION TECHNOLOGY, 2015, 11 : 98 - 101
  • [38] Multimodal Affect Recognition in Intelligent Tutoring Systems
    Banda, Ntombikayise
    Robinson, Peter
    [J]. AFFECTIVE COMPUTING AND INTELLIGENT INTERACTION, PT II, 2011, 6975 : 200 - 207
  • [39] Research on Android-based video monitoring for greenhouse devices status
    Huang, Yunmeng
    Qin, Linlin
    Wu, Gang
    Shi, Chun
    [J]. PROCEEDINGS OF THE 38TH CHINESE CONTROL CONFERENCE (CCC), 2019, : 6404 - 6409
  • [40] A P2P Network for Multimedia Content Sharing Using Android-Based Mobile Devices
    Teixeira, Mario M.
    Machado, Felipe A. O.
    Pinto, Adriano, V
    [J]. COMMUNICATION IN CRITICAL EMBEDDED SYSTEMS, WOCCES 2016, 2017, 702 : 101 - 116
12345